# face-recognizer-android

**Repository Path**: linjson/face-recognizer-android

## Basic Information

- **Project Name**: face-recognizer-android
- **Description**: https://github.com/pillarpond/face-recognizer-android
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-02-07
- **Last Updated**: 2021-02-07

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Realtime Face Recognizer

[![Build Status](https://travis-ci.org/pillarpond/face-recognizer-android.svg?branch=master)](https://travis-ci.org/pillarpond/face-recognizer-android)

This sample demonstrates realtime face recognition on Android. The project is based on the [FaceNet](https://arxiv.org/abs/1503.03832).

## Inspiration
The project is heavily inspired by
* [FaceNet](https://github.com/davidsandberg/facenet)
* [MediaPipe](https://github.com/google/mediapipe)
* [Android LibSVM](https://github.com/yctung/AndroidLibSVM)
* [Tensorflow Android Camera Demo](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/examples/android)

## Screenshots
The code can recognize 5 famous people's faces.[(Source)](https://github.com/pillarpond/facerecognizer/blob/master/app/src/main/assets/label)  
![demo1](./demo1.gif)  

Also, you can add new person using photos.  
![demo2](./demo2.gif)

## Pre-trained model
from davidsandberg's facenet

| Model name      | LFW accuracy | Training dataset | Architecture |
|-----------------|--------------|------------------|-------------|
| [20180402-114759](https://drive.google.com/open?id=1EXPBSXwTaqrSC0OhUdXNmKSh9qJUQ55-) | 0.9965        | VGGFace2      | [Inception ResNet v1](https://github.com/davidsandberg/facenet/blob/master/src/models/inception_resnet_v1.py) |

from MediaPipe
  * [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/face_detection_front.tflite)
  * Paper: ["BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs"](https://sites.google.com/corp/view/perception-cv4arvr/blazeface)

## License
[Apache License 2.0](./LICENSE)